Services

Availability and Rates


Currently only available for projects in the evenings and weekends.
Hourly rate is available too (starts at 90€HT/h). See availability.

Data Integration | ETL | Automated Data Pipeline


Extract
■ Importing data from various sources (xlsx, csv, external/internal API, parsing, web scraping…)
■ Handling large amount of data
■ Detecting missing values
■ Detecting anomalies

Transform
■ Data cleaning: data types and format, imputing for missing values…
■ Joining multiple datasets
■ Data processing optimization: Batch Processing, Parallelization

Load
■ Data quality assurance
■ Defining a data model
■ Storing cleaned data in a database (SQL or NoSQL)

Microservices | Devops


■ Microservice architecture: Flask Restful API
■ Python package deployment
■ Devops: Continuous Integration / Continuous Deployment

Exploratory Data Analysis


■ Formulating relevant questions for investigation
■ Identifying trends
■ Identifying covariation between variables

Interactive Data Visualization


■ Communicating results effectively using visualizations (scatterplots, histograms, boxplots, etc.)
■ Including metrics (KPIs) relevant to customer’s needs
■ Creating relevant features
■ Creating interactive online dashboards
■ Generating reports or other automated actions

Machine Learning


■ Clustering, Classification, Regression, Recommendation, Anomaly Detection
■ Feature engineering and selection
■ Hyperparameter tuning

Communication


■ Know intended audience
■ Present relevant data visualizations
■ Tie results to a business impact